Long and short-run asymmetry results (Model 17)
| Asymmetry results | Long-run effect (+) | Long-run effect (−) | ||||
| Variables | Coef. | F-stat | p-value | Coef. | F-stat | P-value |
| GFDD | 0.671 | 8.812 | 0.007* | 0.320 | 2.019 | 0.169 |
| CMR | −2.231 | 21.51 | 0.000* | 0.657 | 6.137 | 0.021** |
| GDPFC | −1.663 | 19.13 | 0.000* | 1.841 | 17.89 | 0.000* |
| TO | −0.363 | 2.362 | 0.139 | −0.656 | 3.670 | 0.064*** |
| OPI | 0.016 | 0.079 | 0.780 | 0.000 | 0.300 | 0.998 |
| Long-run asymmetry | Short-run asymmetry | |||||
| WLR | WSR | |||||
| F-stat | p-value | F-Stat | p-value | |||
| GFDD | 6.153 | 0.021** | 3.269 | 0.084*** | ||
| CMR | 17.81 | 0.000* | 9.697 | 0.005* | ||
| GDPFC | 1.132 | 0.299 | 8.000 | 0.010** | ||
| TO | 5.833 | 0.024** | 6.908 | 0.015** | ||
| OPI | 0.236 | 0.632 | 0.098 | 0.756 | ||
| Cointegration test | FPSS | tBDM | ||||
| 4.721** | −5.551** | |||||
| Model diagnostics | Test statistics | p-value | ||||
| 15.31 | 0.758 | |||||
| 0.364 | 0.546 | |||||
| 0.296 | 0.862 | |||||
| RAMSEY F_test | 0.607 | 0.163 | ||||
| Asymmetry results | Long-run effect (+) | Long-run effect (−) | ||||
| Variables | ||||||
| 0.671 | 8.812 | 0.007 | 0.320 | 2.019 | 0.169 | |
| −2.231 | 21.51 | 0.000 | 0.657 | 6.137 | 0.021 | |
| −1.663 | 19.13 | 0.000 | 1.841 | 17.89 | 0.000 | |
| −0.363 | 2.362 | 0.139 | −0.656 | 3.670 | 0.064 | |
| 0.016 | 0.079 | 0.780 | 0.000 | 0.300 | 0.998 | |
| 6.153 | 0.021 | 3.269 | 0.084 | |||
| 17.81 | 0.000 | 9.697 | 0.005 | |||
| 1.132 | 0.299 | 8.000 | 0.010 | |||
| 5.833 | 0.024 | 6.908 | 0.015 | |||
| 0.236 | 0.632 | 0.098 | 0.756 | |||
| 4.721 | −5.551 | |||||
| 15.31 | 0.758 | |||||
| 0.364 | 0.546 | |||||
| 0.296 | 0.862 | |||||
| RAMSEY | 0.607 | 0.163 | ||||
Notes:
INF= f (GFDD, CMR, GDPFC, TO, OPI). Note: FPSS and tBDM are the long-run cointegration test statistics. *; ** and *** denote the 1, 5 and 10% significance levels, respectively. represent the portmanteau serial correlation test, denote the Breusch-Pagan-Godfrey heteroskedasticity test, Ramsey F is the RESET test and finally the Jarque-Bera normality test is denoted by . General to specific approach is followed, with an initial set up comprising max p = max q = 2. The relevant 5% and 10% upper bound critical values of tBDM for k = 5 (without taking partial decomposition into consideration) are −4.19 and −3.86 and for k = 10 (when partial sum decompositions are independently treated as regressors) are −5.03 and −4.69. Similarly, for the FPSS test the relevant 5% and 10% upper bound critical values for k = 5 are 3.79 and 3.35 and for k = 10 are 3.24 and 2.94, respectively